Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-06-29 0.136733 0.148837 0.161921 0.177185 0.194589 0.213920 0.237159
2025-07-06 0.115040 0.131485 0.150580 0.174672 0.204669 0.241361 0.290557
2025-07-13 0.104842 0.124277 0.148108 0.180106 0.222971 0.280014 0.364662
2025-07-20 0.098082 0.119683 0.147363 0.186514 0.242394 0.322670 0.453976
2025-07-27 0.092649 0.115787 0.146547 0.192043 0.260742 0.366666 0.557187
2025-08-03 0.087845 0.112013 0.145166 0.196149 0.277123 0.410481 0.673796
2025-08-10 0.082302 0.106592 0.140737 0.194902 0.284561 0.440674 0.775499
2025-08-17 0.075685 0.099067 0.132495 0.186683 0.279051 0.446547 0.829061
2025-08-24 0.070987 0.093924 0.127281 0.182577 0.279782 0.463899 0.914797
2025-08-31 0.067661 0.090520 0.124360 0.181786 0.286107 0.493347 1.042904
2025-09-07 0.064953 0.087825 0.122270 0.182078 0.294343 0.528486 1.204479
2025-09-14 0.060952 0.082931 0.116368 0.175226 0.287913 0.530110 1.268540
2025-09-21 0.057489 0.078749 0.111449 0.169875 0.284212 0.538403 1.364069
2025-09-28 0.054623 0.075350 0.107597 0.166128 0.283373 0.553776 1.497025
2025-10-05 0.053640 0.074819 0.108375 0.170844 0.300836 0.619686 1.881549
2025-10-12 0.052918 0.074641 0.109703 0.176698 0.321806 0.702404 2.448640
2025-10-19 0.052094 0.074239 0.110598 0.181793 0.342040 0.791279 3.209108
2025-10-26 0.051101 0.073495 0.110831 0.185582 0.359929 0.880914 4.194818
2025-11-02 0.049418 0.071516 0.108745 0.184429 0.365389 0.931513 5.032555
2025-11-09 0.046893 0.068021 0.103757 0.176828 0.353213 0.915001 5.207635
2025-11-16 0.045077 0.065649 0.100680 0.173026 0.350569 0.934079 5.848616
2025-11-23 0.043811 0.064151 0.099107 0.172293 0.356043 0.987331 7.144285
2025-11-30 0.042760 0.062971 0.098047 0.172564 0.364338 1.056419 9.116701